Run
437640

Run 437640

Task 7532 (Learning Curve) monks-problems-1 Uploaded 13-05-2015 by Joaquin Vanschoren
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Flow

weka.FT(1)Joao Gama (2004). Functional Trees. Niels Landwehr, Mark Hall, Eibe Frank (2005). Logistic Model Trees.
weka.FT(1)_I15
weka.FT(1)_F0
weka.FT(1)_M15
weka.FT(1)_W0.0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.9336 ± 0.083
Per class
F measure
0.919 ± 0.0842
Per class
Kappa
0.8381 ± 0.1639
KB relative information score
0.8328 ± 0.157
Mean absolute error
0.0844 ± 0.0782
Mean prior absolute error
0.5
Number of instances
556
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9206 ± 0.0689
Per class
Predictive accuracy
0.9191 ± 0.0818
Prior entropy
1
Recall
0.9191 ± 0.0818
Per class
Relative absolute error
0.1688 ± 0.1563
Root mean prior squared error
0.5
Root mean squared error
0.2629 ± 0.1702
Root relative squared error
0.5257 ± 0.3404
SciMark benchmark
941.3619
UserCPU time millis
60
UserCPU time millis testing
10
UserCPU time millis training
50